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Large Language ModelsAI Safety & AlignmentTHE DECODERPublished: Sep 13, 2026, 19:01 JST2 min read

AI classroom ban left students last, Schrepel finds

AI classroom ban left students last, Schrepel finds

3 Key Points

  1. What happened

    In a two-year study, law professor Schrepel tested three groups of students — one banned from ChatGPT, one using it freely, and one trained in AI prompt engineering. The no-AI group finished last in both 2024 and 2025.

  2. Why it matters

    In 2024, the trained group scored well above the other two groups, especially on the demanding take-home exam. By 2025, that advantage nearly vanished, with all groups performing roughly the same.

  3. What to watch

    UC Berkeley Law has banned AI from nearly all graded work, directly conflicting with Schrepel's findings. Whether the advantage comes from structured training or just hands-on experience remains an open question.

WHO IT HITSUniversity administrators and department leaders who set AI policies should note that a blanket ban produced worse average outcomes than allowing AI. Instructors, especially those who feel poorly equipped to teach AI skills, may also need institutional support to use the technology effectively.

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Context & Analysis

The experiment placed students into three different relationships with ChatGPT: complete denial, uncritical access, and structured training. The results showed that the training gave a large initial boost—especially on the take-home exam—but that boost disappeared a year later as students became more familiar with AI tools in daily life. Meanwhile, both the no-AI group and the unguided group produced unexpected outcomes: the former ran out of ideas within minutes, while the latter avoided repeating their classroom mistakes on exams and even edged out the AI-free group. The author, Schrepel, had expected the opposite but now says he was wrong to assume AI only helps with formal guidance.

These findings sit alongside other research. A UC Berkeley study of over 500,000 grades found that A grades in writing- and programming-heavy courses jumped 13 percentage points after ChatGPT launched, while proctored exams showed no comparable shift. A study from central China tracking more than 26,000 K-12 students found AI boosted homework grades but exam performance dropped by up to 24 percent. Together, these suggest that the setting—unsupervised versus proctored—may matter as much as whether AI is allowed at all.

Schrepel's conclusions—resist blanket bans, invest in faculty skills, and rethink the master's thesis—will be tested as universities like UC Berkeley Law move in the opposite direction. The outcome may hinge on whether institutions prioritize building foundational thinking before AI use, or accept that students are already using these tools and need to learn to use them well. Schrepel himself acknowledges the study's small sample and the difficulty of tracking actual AI use, so the debate is likely to continue.

FAQ
What was the experiment?
Schrepel tested three student groups — no AI, unguided AI use, and structured AI training — over two years, with 66 students in 2024 and 164 in 2025.
How did the no-AI group perform?
The group without AI made mostly minor wording tweaks and after ten to fifteen minutes regularly ran dry, an effect called "idea exhaustion." It finished last both years.
What about the group that used AI without training?
They accepted AI suggestions largely without question and kept misleading terms, but on exams they avoided repeating those errors and scored slightly higher than the AI-free group.

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